ASReview
FreeOpen-source AI-powered tool for systematic reviews, helping researchers screen large volumes of academic literature efficiently. [#opensource](https://github.com/asreview/asreview)
FreeFree tier
About ASReview
ASReview is an open-source AI tool that uses active learning to accelerate systematic reviews. Developed at Utrecht University, it helps researchers screen large volumes of academic literature by reducing workload up to 95%. It supports multiple machine learning models, simulation modes, and crowd screening, and is trusted by universities and institutions worldwide. The tool is fully transparent, GDPR compliant, and free to use.
Key Features
Active learning to prioritize relevant records
Reduces screening workload by up to 95%
Simulation mode to compare and test model performance
Crowd screening: parallel screening by multiple experts with AI agents
Supports multiple machine learning models
Exploration mode for interactive screening
Fully open-source with transparent code
GDPR compliant and no tracking cookies
Extensible with third-party modules
Trusted by universities and institutions worldwide
Pros & Cons
Pros
- Reduces screening time from months to weeks
- Completely free and open-source
- Transparent and verifiable AI decision-making
- User-friendly with multiple interfaces (web, Python)
- Strong academic backing from Utrecht University
- Active community with regular updates and events
Cons
- Learning curve for researchers unfamiliar with AI tools
- Requires manual labeling for initial training
- Active learning may introduce bias if not monitored
- Primarily designed for text screening, not suitable for all data types
Best For
Conducting systematic reviews and meta-analysesUpdating medical guidelines and evidence-based policiesScreening large volumes of academic literature for researchTechnology scouting and patent analysisTeaching and learning systematic review methodology
FAQ
What is ASReview?
ASReview is an open-source AI tool that uses active learning to accelerate the screening phase of systematic reviews. It helps researchers efficiently identify relevant records from large text collections.
Is ASReview free to use?
Yes, ASReview is completely free and open-source. There are no costs associated with using the software.
Who developed ASReview?
ASReview was developed at Utrecht University in the Netherlands and is coordinated by Rens van de Schoot (academic lead) and Jonathan de Bruin (technical lead).